What is speculative decoding and how does it speed up generation?
Senior
268
Machine Learning / AI
3611
0
What is normalization and denormalization of databases?
Middle
241
Is the sample size sufficient for testing?
Middle
234
Как реализовать voice-agent с low-latency (streaming STT + LLM + TTS)?
Middle — Senior
228
Design an auto-tagging system for products by photo on a marketplace.
218
Which is faster: count(*) or count(column_name)?
Middle
210
What do they usually ask in a final interview?
Middle
209
What is autocorrelation and partial autocorrelation (ACF, PACF)?
Middle — Senior
205
What are generators in Python and what are they used for?
Middle
202
What is doubly robust estimation?.
198
What is mixed precision training (FP16, BF16)?
Senior
195
What tasks do KG embeddings solve (link prediction, entity typing)?
194
What is the role of residual connection and LayerNorm in a Transformer block?
Middle — Senior
193
What is LLaVA and how is it structured?
Senior
192
What tasks does ML solve in drones and cars?
Senior
192
How to solve the problem of summing revenue on a large volume of data?
Middle — Senior
190
How to test an LLM agent (deterministic tests, replay, mocked tools)?
Middle — Senior
182
What does mutability and immutability of objects in Python mean?
Middle
180
What is needle-in-a-haystack and what are its limitations?
Senior
180
What is OSM and how to extract labels from it?
180